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Milross L, Hunter B, McDonald D, Merces G, Thomson A, Hilkens CMU, Wills J, Rees P, Jiwa K, Cooper N, Majo J, Ashwin H, Duncan CJA, Kaye PM, Bayraktar OA, Filby A, Fisher AJ. Distinct lung cell signatures define the temporal evolution of diffuse alveolar damage in fatal COVID-19. EBioMedicine 2024; 99:104945. [PMID: 38142637 PMCID: PMC10788437 DOI: 10.1016/j.ebiom.2023.104945] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 12/11/2023] [Accepted: 12/14/2023] [Indexed: 12/26/2023] Open
Abstract
BACKGROUND Lung damage in severe COVID-19 is highly heterogeneous however studies with dedicated spatial distinction of discrete temporal phases of diffuse alveolar damage (DAD) and alternate lung injury patterns are lacking. Existing studies have also not accounted for progressive airspace obliteration in cellularity estimates. We used an imaging mass cytometry (IMC) analysis with an airspace correction step to more accurately identify the cellular immune response that underpins the heterogeneity of severe COVID-19 lung disease. METHODS Lung tissue was obtained at post-mortem from severe COVID-19 deaths. Pathologist-selected regions of interest (ROIs) were chosen by light microscopy representing the patho-evolutionary spectrum of DAD and alternate disease phenotypes were selected for comparison. Architecturally normal SARS-CoV-2-positive lung tissue and tissue from SARS-CoV-2-negative donors served as controls. ROIs were stained for 40 cellular protein markers and ablated using IMC before segmented cells were classified. Cell populations corrected by ROI airspace and their spatial relationships were compared across lung injury patterns. FINDINGS Forty patients (32M:8F, age: 22-98), 345 ROIs and >900k single cells were analysed. DAD progression was marked by airspace obliteration and significant increases in mononuclear phagocytes (MnPs), T and B lymphocytes and significant decreases in alveolar epithelial and endothelial cells. Neutrophil populations proved stable overall although several interferon-responding subsets demonstrated expansion. Spatial analysis revealed immune cell interactions occur prior to microscopically appreciable tissue injury. INTERPRETATION The immunopathogenesis of severe DAD in COVID-19 lung disease is characterised by sustained increases in MnPs and lymphocytes with key interactions occurring even prior to lung injury is established. FUNDING UK Research and Innovation/Medical Research Council through the UK Coronavirus Immunology Consortium, Barbour Foundation, General Sir John Monash Foundation, Newcastle University, JGW Patterson Foundation, Wellcome Trust.
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Affiliation(s)
- Luke Milross
- Newcastle University Translational and Clinical Research Institute, Newcastle upon Tyne, UK
| | - Bethany Hunter
- Newcastle University Biosciences Institute, Newcastle upon Tyne, UK; Innovation Methodology and Application Research Theme, Biosciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - David McDonald
- Newcastle University Biosciences Institute, Newcastle upon Tyne, UK; Innovation Methodology and Application Research Theme, Biosciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - George Merces
- Newcastle University Biosciences Institute, Newcastle upon Tyne, UK; Innovation Methodology and Application Research Theme, Biosciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Amanda Thomson
- Newcastle University Translational and Clinical Research Institute, Newcastle upon Tyne, UK; Newcastle University Biosciences Institute, Newcastle upon Tyne, UK; Innovation Methodology and Application Research Theme, Biosciences Institute, Newcastle University, Newcastle upon Tyne, UK
| | - Catharien M U Hilkens
- Newcastle University Translational and Clinical Research Institute, Newcastle upon Tyne, UK
| | - John Wills
- Department of Veterinary Medicine, University of Cambridge, Cambridge, UK
| | - Paul Rees
- Department of Biomedical Engineering, Swansea University, Wales, UK; Imaging Platform, Broad Institute of MIT and Harvard, 415 Main Street, Boston, Cambridge, MA, USA
| | - Kasim Jiwa
- Department of Cellular Pathology, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Nigel Cooper
- Department of Cellular Pathology, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Joaquim Majo
- Department of Cellular Pathology, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Helen Ashwin
- York Biomedical Research Institute, Hull York Medical School, University of York, York, UK
| | - Christopher J A Duncan
- Newcastle University Translational and Clinical Research Institute, Newcastle upon Tyne, UK; Department of Infection and Tropical Medicine, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Paul M Kaye
- York Biomedical Research Institute, Hull York Medical School, University of York, York, UK
| | | | - Andrew Filby
- Newcastle University Biosciences Institute, Newcastle upon Tyne, UK; Innovation Methodology and Application Research Theme, Biosciences Institute, Newcastle University, Newcastle upon Tyne, UK.
| | - Andrew J Fisher
- Newcastle University Translational and Clinical Research Institute, Newcastle upon Tyne, UK; Institute of Transplantation, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK.
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Osmanoglu Ö, Gupta SK, Almasi A, Yagci S, Srivastava M, Araujo GHM, Nagy Z, Balkenhol J, Dandekar T. Signaling network analysis reveals fostamatinib as a potential drug to control platelet hyperactivation during SARS-CoV-2 infection. Front Immunol 2023; 14:1285345. [PMID: 38187394 PMCID: PMC10768010 DOI: 10.3389/fimmu.2023.1285345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 12/06/2023] [Indexed: 01/09/2024] Open
Abstract
Introduction Pro-thrombotic events are one of the prevalent causes of intensive care unit (ICU) admissions among COVID-19 patients, although the signaling events in the stimulated platelets are still unclear. Methods We conducted a comparative analysis of platelet transcriptome data from healthy donors, ICU, and non-ICU COVID-19 patients to elucidate these mechanisms. To surpass previous analyses, we constructed models of involved networks and control cascades by integrating a global human signaling network with transcriptome data. We investigated the control of platelet hyperactivation and the specific proteins involved. Results Our study revealed that control of the platelet network in ICU patients is significantly higher than in non-ICU patients. Non-ICU patients require control over fewer proteins for managing platelet hyperactivity compared to ICU patients. Identification of indispensable proteins highlighted key subnetworks, that are targetable for system control in COVID-19-related platelet hyperactivity. We scrutinized FDA-approved drugs targeting indispensable proteins and identified fostamatinib as a potent candidate for preventing thrombosis in COVID-19 patients. Discussion Our findings shed light on how SARS-CoV-2 efficiently affects host platelets by targeting indispensable and critical proteins involved in the control of platelet activity. We evaluated several drugs for specific control of platelet hyperactivity in ICU patients suffering from platelet hyperactivation. The focus of our approach is repurposing existing drugs for optimal control over the signaling network responsible for platelet hyperactivity in COVID-19 patients. Our study offers specific pharmacological recommendations, with drug prioritization tailored to the distinct network states observed in each patient condition. Interactive networks and detailed results can be accessed at https://fostamatinib.bioinfo-wuerz.eu/.
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Affiliation(s)
- Özge Osmanoglu
- Functional Genomics & Systems Biology Group, Department of Bioinformatics, Biocenter, University of Wuerzburg, Wuerzburg, Germany
| | - Shishir K. Gupta
- Evolutionary Genomics Group, Center for Computational and Theoretical Biology, University of Würzburg, Würzburg, Germany
- Institute of Botany, Heinrich Heine University, Düsseldorf, Germany
| | - Anna Almasi
- Functional Genomics & Systems Biology Group, Department of Bioinformatics, Biocenter, University of Wuerzburg, Wuerzburg, Germany
| | - Seray Yagci
- Functional Genomics & Systems Biology Group, Department of Bioinformatics, Biocenter, University of Wuerzburg, Wuerzburg, Germany
| | - Mugdha Srivastava
- Core Unit Systems Medicine, University of Wuerzburg, Wuerzburg, Germany
- Algorithmic Bioinformatics, Department of Computer Science, Heinrich Heine University, Düsseldorf, Germany
| | - Gabriel H. M. Araujo
- University Hospital Würzburg, Institute of Experimental Biomedicine, Würzburg, Germany
| | - Zoltan Nagy
- University Hospital Würzburg, Institute of Experimental Biomedicine, Würzburg, Germany
| | - Johannes Balkenhol
- Functional Genomics & Systems Biology Group, Department of Bioinformatics, Biocenter, University of Wuerzburg, Wuerzburg, Germany
- Chair of Molecular Microscopy, Rudolf Virchow Center for Integrative and Translation Bioimaging, University of Würzburg, Würzburg, Germany
| | - Thomas Dandekar
- Functional Genomics & Systems Biology Group, Department of Bioinformatics, Biocenter, University of Wuerzburg, Wuerzburg, Germany
- European Molecular Biology Laboratory (EMBL) Heidelberg, BioComputing Unit, Heidelberg, Germany
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Kočan L, Firment J, Pirníková I, Farkašová Iannaccone S, Rybár D, Gnoriková J, Korček J, Kočanová H, Török P, Rapčanová S, Vašková J. Full recovery of lung tissue after severe viral pneumonia H1N1: A case report with 10 years follow-up. Medicine (Baltimore) 2023; 102:e33052. [PMID: 36827018 DOI: 10.1097/md.0000000000033052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/25/2023] Open
Abstract
RATIONALE World healthcare frequently faced severe viral pneumonia cases in the last decades, due to pandemic situations such as H1N1, MERS-CoV, and SARS-COVID-19. PATIENT CONCERNS The impact of viral infection on lung structure, lung function, and overall mortality was significant. The quality of life and assumed life expectancy was decreased with the supposed development of lung fibrosis in involved survived patients. DIAGNOSES We described the course and treatment of severe pneumonia H1N1 in a 30-year-old patient. INTERVENTIONS Patient was included in a study regarding the therapeutic efficacy of selenium ClinicalTrials.gov ID: NCT02026856 with 10 years follow-up with concurrently documented X-ray lung examinations and final histology of lung tissue after sudden death. OUTCOMES All sequential examinations and histological findings show a healing trend with the final full recovery of lung tissue.
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Affiliation(s)
- Ladislav Kočan
- Clinic of Anaesthesiology and Intensive Care Medicine, East Slovak Institute of Cardiovascular Disease, Košice, Slovak Republic
| | - Jozef Firment
- Ist Clinic of Anestesiology and Intensive Medicine, Faculty of Medicine, Pavol Jozef Šafárik University in Košice and Louis Pasteur University Hospital, Košice, Slovak Republic
| | - Ingrid Pirníková
- Ist Clinic of Anestesiology and Intensive Medicine, Faculty of Medicine, Pavol Jozef Šafárik University in Košice and Louis Pasteur University Hospital, Košice, Slovak Republic
| | - Silvia Farkašová Iannaccone
- Department of Forensic Medicine, Faculty of Medicine, Pavol Jozef Šafárik University in Košice, Košice, Slovak Republic
| | - Dušan Rybár
- Clinic of Anaesthesiology and Intensive Care Medicine, East Slovak Institute of Cardiovascular Disease, Košice, Slovak Republic
| | - Juliána Gnoriková
- Department of Anaesthesiology and Intensive Care Medicine, Štefan Kukura Hospital with Policlinic, Michalovce, Slovak Republic
| | - Ján Korček
- Ist Clinic of Anestesiology and Intensive Medicine, Faculty of Medicine, Pavol Jozef Šafárik University in Košice and Louis Pasteur University Hospital, Košice, Slovak Republic
| | - Hana Kočanová
- Clinic of Anaesthesiology and Intensive Care Medicine, Railway Hospital and Clinic Košice, Slovak Republic
| | - Pavol Török
- Clinic of Anaesthesiology and Intensive Care Medicine, East Slovak Institute of Cardiovascular Disease, Košice, Slovak Republic
| | | | - Janka Vašková
- Department of Medical and Clinical Biochemistry, Faculty of Medicine, Pavol Jozef Šafárik University in Košice, Košice, Slovak Republic
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Grossman Z, Meyerhans A, Bocharov G. An integrative systems biology view of host-pathogen interactions: The regulation of immunity and homeostasis is concomitant, flexible, and smart. Front Immunol 2023; 13:1061290. [PMID: 36761169 PMCID: PMC9904014 DOI: 10.3389/fimmu.2022.1061290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Accepted: 12/28/2022] [Indexed: 01/26/2023] Open
Abstract
The systemic bio-organization of humans and other mammals is essentially "preprogrammed", and the basic interacting units, the cells, can be crudely mapped into discrete sets of developmental lineages and maturation states. Over several decades, however, and focusing on the immune system, we and others invoked evidence - now overwhelming - suggesting dynamic acquisition of cellular properties and functions, through tuning, re-networking, chromatin remodeling, and adaptive differentiation. The genetically encoded "algorithms" that govern the integration of signals and the computation of new states are not fully understood but are believed to be "smart", designed to enable the cells and the system to discriminate meaningful perturbations from each other and from "noise". Cellular sensory and response properties are shaped in part by recurring temporal patterns, or features, of the signaling environment. We compared this phenomenon to associative brain learning. We proposed that interactive cell learning is subject to selective pressures geared to performance, allowing the response of immune cells to injury or infection to be progressively coordinated with that of other cell types across tissues and organs. This in turn is comparable to supervised brain learning. Guided by feedback from both the tissue itself and the neural system, resident or recruited antigen-specific and innate immune cells can eradicate a pathogen while simultaneously sustaining functional homeostasis. As informative memories of immune responses are imprinted both systemically and within the targeted tissues, it is desirable to enhance tissue preparedness by incorporating attenuated-pathogen vaccines and informed choice of tissue-centered immunomodulators in vaccination schemes. Fortunately, much of the "training" that a living system requires to survive and function in the face of disturbances from outside or within is already incorporated into its design, so it does not need to deep-learn how to face a new challenge each time from scratch. Instead, the system learns from experience how to efficiently select a built-in strategy, or a combination of those, and can then use tuning to refine its organization and responses. Efforts to identify and therapeutically augment such strategies can take advantage of existing integrative modeling approaches. One recently explored strategy is boosting the flux of uninfected cells into and throughout an infected tissue to rinse and replace the infected cells.
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Affiliation(s)
- Zvi Grossman
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel,Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health (NIH), Bethesda, MD, United States,*Correspondence: Zvi Grossman, ; Andreas Meyerhans, ; Gennady Bocharov,
| | - Andreas Meyerhans
- Infection Biology Laboratory, Department of Medicine and Life Sciences, Universitat Pompeu Fabra, Barcelona, Spain,ICREA, Barcelona, Spain,*Correspondence: Zvi Grossman, ; Andreas Meyerhans, ; Gennady Bocharov,
| | - Gennady Bocharov
- Marchuk Institute of Numerical Mathematics, Russian Academy of Sciences, Moscow, Russia,Institute of Computer Science and Mathematical Modeling, Sechenov First Moscow State Medical University, Moscow, Russia,*Correspondence: Zvi Grossman, ; Andreas Meyerhans, ; Gennady Bocharov,
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Zhang X, Shi M, Zhao X, Bin E, Hu Y, Tang N, Dai H, Wang C. Telomere shortening impairs alveolar regeneration. Cell Prolif 2022; 55:e13211. [PMID: 35274784 PMCID: PMC9055893 DOI: 10.1111/cpr.13211] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2021] [Revised: 12/31/2021] [Accepted: 01/18/2022] [Indexed: 12/28/2022] Open
Abstract
Objectives Short telomeres in alveolar type 2 (AT2) cells have been associated with many lung diseases. The study aimed to investigate the regeneration capacity of AT2 cells with short telomeres by knocking out Tert in mice (G4 Tert−/−) from the whole to the cellular level. Materials and Methods The lung injury model of mice was established by left pneumonectomy (PNX). The proliferation and differentiation of AT2 cells were observed by immunofluorescence staining in vivo and in vitro. The difference of the gene expression between control and G4 Tert−/− group during the regeneration of AT2 cells was compared by RNA sequencing. The expression of tubulin polymerization promoting protein 3 (TPPP3) was reduced by adeno‐associated virus delivery. Results The alveolar regeneration in G4 Tert−/− mice was impaired after PNX‐induced lung injury. The regulation of cytoskeleton remodelling was defective in G4 Tert−/− AT2 cells. The expression of TPPP3 was gradually increased during AT2 cell differentiation. The expression level of TPPP3 was reduced in G4 Tert−/− AT2 cells. Reducing TPPP3 expression in AT2 cells limits the microtubule remodelling and differentiation of AT2 cells. Conclusion Short telomeres in AT2 cells result in the reduced expression level of TPPP3, leading to impaired regeneration capacity of AT2 cells.
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Affiliation(s)
- Xin Zhang
- Department of Pulmonary and Critical Care Medicine, China-Japan Friendship Hospital Affiliated to Capital Medical University, Beijing, China.,Department of Pulmonary and Critical Care Medicine, National Clinical Research Center for Respiratory Diseases, Beijing, China.,Institute of Respiratory Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | - Mengting Shi
- National Institute of Biological Sciences, Beijing, China
| | - Xi Zhao
- National Institute of Biological Sciences, Beijing, China
| | - Ennan Bin
- National Institute of Biological Sciences, Beijing, China
| | - Yucheng Hu
- Beijing Advanced Innovation Center for Imaging Theory and Technology & Academy for Multidisciplinary Studies, Capital Normal University, Beijing, China
| | - Nan Tang
- National Institute of Biological Sciences, Beijing, China
| | - Huaping Dai
- Department of Pulmonary and Critical Care Medicine, China-Japan Friendship Hospital Affiliated to Capital Medical University, Beijing, China.,Department of Pulmonary and Critical Care Medicine, National Clinical Research Center for Respiratory Diseases, Beijing, China.,Institute of Respiratory Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | - Chen Wang
- Department of Pulmonary and Critical Care Medicine, China-Japan Friendship Hospital Affiliated to Capital Medical University, Beijing, China.,Department of Pulmonary and Critical Care Medicine, National Clinical Research Center for Respiratory Diseases, Beijing, China.,Institute of Respiratory Medicine, Chinese Academy of Medical Sciences, Beijing, China
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Li S, Zhao F, Ye J, Li K, Wang Q, Du Z, Yue Q, Wang S, Wu Q, Chen H. Cellular metabolic basis of altered immunity in the lungs of patients with COVID-19. Med Microbiol Immunol 2022; 211:49-69. [PMID: 35022857 PMCID: PMC8755516 DOI: 10.1007/s00430-021-00727-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Accepted: 12/27/2021] [Indexed: 02/05/2023]
Abstract
Metabolic pathways drive cellular behavior. Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection causes lung tissue damage directly by targeting cells or indirectly by producing inflammatory cytokines. However, whether functional alterations are related to metabolic changes in lung cells after SARS-CoV-2 infection remains unknown. Here, we analyzed the lung single-nucleus RNA-sequencing (snRNA-seq) data of several deceased COVID-19 patients and focused on changes in transcripts associated with cellular metabolism. We observed upregulated glycolysis and oxidative phosphorylation in alveolar type 2 progenitor cells, which may block alveolar epithelial differentiation and surfactant secretion. Elevated inositol phosphate metabolism in airway progenitor cells may promote neutrophil infiltration and damage the lung barrier. Further, multiple metabolic alterations in the airway goblet cells are associated with impaired muco-ciliary clearance. Increased glycolysis, oxidative phosphorylation, and inositol phosphate metabolism not only enhance macrophage activation but also contribute to SARS-CoV-2 induced lung injury. The cytotoxicity of natural killer cells and CD8+ T cells may be enhanced by glycerolipid and inositol phosphate metabolism. Glycolytic activation in fibroblasts is related to myofibroblast differentiation and fibrogenesis. Glycolysis, oxidative phosphorylation, and glutathione metabolism may also boost the aging, apoptosis and proliferation of vascular smooth muscle cells, resulting in pulmonary arterial hypertension. In conclusion, this preliminary study revealed a possible cellular metabolic basis for the altered innate immunity, adaptive immunity, and niche cell function in the lung after SARS-CoV-2 infection. Therefore, patients with COVID-19 may benefit from therapeutic strategies targeting cellular metabolism in future.
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Affiliation(s)
- Shuangyan Li
- Department of Basic Medicine, Haihe Clinical School, Tianjin Medical University, 890 Jingu Road, Tianjin, 300350, China
| | - Fuxiaonan Zhao
- Department of Basic Medicine, Haihe Clinical School, Tianjin Medical University, 890 Jingu Road, Tianjin, 300350, China
| | - Jing Ye
- Department of Basic Medicine, Haihe Clinical School, Tianjin Medical University, 890 Jingu Road, Tianjin, 300350, China
| | - Kuan Li
- Department of Basic Medicine, Haihe Clinical School, Tianjin Medical University, 890 Jingu Road, Tianjin, 300350, China
- Department of Basic Medicine, Haihe Hospital, Tianjin University, 890 Jingu Road, Tianjin, 300350, China
| | - Qi Wang
- Department of Basic Medicine, Haihe Clinical School, Tianjin Medical University, 890 Jingu Road, Tianjin, 300350, China
- Department of Basic Medicine, Haihe Hospital, Tianjin University, 890 Jingu Road, Tianjin, 300350, China
| | - Zhongchao Du
- Department of Basic Medicine, Haihe Clinical School, Tianjin Medical University, 890 Jingu Road, Tianjin, 300350, China
- Department of Basic Medicine, Haihe Hospital, Tianjin University, 890 Jingu Road, Tianjin, 300350, China
| | - Qing Yue
- Department of Basic Medicine, Haihe Clinical School, Tianjin Medical University, 890 Jingu Road, Tianjin, 300350, China
| | - Sisi Wang
- Department of Basic Medicine, Haihe Clinical School, Tianjin Medical University, 890 Jingu Road, Tianjin, 300350, China
| | - Qi Wu
- Department of Basic Medicine, Haihe Clinical School, Tianjin Medical University, 890 Jingu Road, Tianjin, 300350, China.
- Department of Basic Medicine, Haihe Hospital, Tianjin University, 890 Jingu Road, Tianjin, 300350, China.
| | - Huaiyong Chen
- Department of Basic Medicine, Haihe Clinical School, Tianjin Medical University, 890 Jingu Road, Tianjin, 300350, China.
- Department of Basic Medicine, Haihe Hospital, Tianjin University, 890 Jingu Road, Tianjin, 300350, China.
- Key Research Laboratory for Infectious Disease Prevention for State Administration of Traditional Chinese Medicine, Tianjin Institute of Respiratory Diseases, 890 Jingu Road, Tianjin, 300350, China.
- Tianjin Key Laboratory of Lung Regenerative Medicine, Haihe Hospital, Tianjin University, 890 Jingu Road, Tianjin, 300350, China.
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